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» Evolutionary Approach to Test Generation for Functional BIST
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VLSI
2007
Springer
14 years 3 months ago
Impact of hardware emulation on the verification quality improvement
— Software simulation remains the most used method for VHDL RTL functional verification. The functional verification process essentially consists of two parts. The first one is t...
Youssef Serrestou, Vincent Beroulle, Chantal Robac...
CORR
2006
Springer
153views Education» more  CORR 2006»
13 years 9 months ago
Genetic Programming, Validation Sets, and Parsimony Pressure
Fitness functions based on test cases are very common in Genetic Programming (GP). This process can be assimilated to a learning task, with the inference of models from a limited n...
Christian Gagné, Marc Schoenauer, Marc Pari...
GECCO
2010
Springer
184views Optimization» more  GECCO 2010»
14 years 7 days ago
A mono surrogate for multiobjective optimization
Most surrogate approaches to multi-objective optimization build a surrogate model for each objective. These surrogates can be used inside a classical Evolutionary Multiobjective O...
Ilya Loshchilov, Marc Schoenauer, Michèle S...
RCIS
2010
13 years 7 months ago
A Tree-based Approach for Efficiently Mining Approximate Frequent Itemsets
—The strategies for mining frequent itemsets, which is the essential part of discovering association rules, have been widely studied over the last decade. In real-world datasets,...
Jia-Ling Koh, Yi-Lang Tu
GECCO
2008
Springer
148views Optimization» more  GECCO 2008»
13 years 10 months ago
Accelerating convergence using rough sets theory for multi-objective optimization problems
We propose the use of rough sets theory to improve the first approximation provided by a multi-objective evolutionary algorithm and retain the nondominated solutions using a new ...
Luis V. Santana-Quintero, Carlos A. Coello Coello